Download Condition Monitoring of Oil using Wireless Sensor Network Amir khan

International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
Condition Monitoring of Oil using Wireless
Sensor Network
Amir khan#1, DineshZanwar*2
M Tech Student, Industrial Engineering Department, Dr SRCOEM, NAGPUR, Maharashtra, India
Abstract
Leakage of oil from different oil sections of dumper
(cat773) can lead to fire accident and also machine
failure if any considerable change in chemical or
physical properties of oil takes place which results
in loss of property and also life. The system model
proposed by us is divided into transmitter and
receiver section. The entire control system is based
on microcontroller and ZIGBEE techniques. The
main objective of this paper is to propose an
efficient wireless sensor network in oil tanks of
dumper (CAT773) to collect and monitor the
chemical, physical properties in real time by using
microcontroller andzigbee technology and generate
alarm if any leakage or considerable change in
characteristics of oil take place.
Keywords—condition monitoring, wireless sensor
network, Wireless Monitoring, ZIGBEE
I.
INTRODUCTION
There are numerous cases available from past
where there has been considerable industrial loss
because attention paid to equipment safety was
very less and in some cases negligible.
Conditionmonitoring[19] is the use of advance
technologies to determine the condition of
equipment and predict the failure. It is a major
component of predictive maintenance. The use of
condition monitoring allows maintenance to be
scheduled, or other actions to be taken to prevent
and avoid its consequences.
Wireless sensor network[16] are spatially
distributed autonomous sensor to monitor physical
or environmental conditions such as temperature,
pressure, sound etc. and to completely pass their
data through the network to a main location. The
most straight forward application of WSN
technology is to monitor remote environment for
low frequency data network. Unlike traditional
wired system, there is no chance of short circuit or
spark taking place which can lead to fire accidents
in our case, and also deployment cost would be
minimal. WSN is built of nodes from a few to
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several hundreds or even thousands, where each
node is connected to a sensor. Each such sensor
network node has typically several parts, a radio
transceiver with an internal antenna, a
microcontroller, an electronic circuit for interfacing
the sensors and an energy source, usually a battery.
The topology of the WSN can vary from a simple
star network to an advanced multi h-hop wireless
mesh network.
With reference to mines the utmost important
activity that has to be performed is to avoid mine
fire accidents and machine failure which may be
caused due to leakage of oil from
Dumperor considerable occurrence of chemical or
physical change (such as temperature, pressure,
level etc.) taking place in oil tanks of dumper
respectively. Consumption of oil in dumper is more
as compared to consumption of fuel. Also the oil
used in hydraulic and differential tank such as
SA10 oil, C45A13 oil are flammable. So to
enhance equipment safety it becomes essential to
monitor in real time the different characteristics of
oil in the oil tanks of CAT773 dumper.Main
objective of this paper is to design a wireless sensor
node for real time monitoring of oil tanks of
dumper. The wireless Sensor networks are
envisioned to be deployed deep inside oil tanks of
dumper to collect and report the physical and
chemical information in real time. The next
important thing is fast transmission of signal using
fastest communication network. WSN based on
ZIGBEE can be used for data acquisition and
transmission, this technology makes transmission
and reception of signals very fast which restricts
the chances of mine accidents. Also it offers
sufficient time to the operator of dumper to
carryout rescue operation to prevent loss of life and
avoid machine failure.
II. HARDWARE
The system is divided into two main parts:
transmitter and receiver section. Transmitter
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International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
section mainly consists of: the sensor circuit, the
microcontroller unit, the display unit. This unit will
be located at the oil tanks of dumper.The sensor
circuit contains the temperature sensor, pressure
and flow sensor. One sensor provides analog
output, which is converted to digital form using
ADC in the controller and another sensor provides
digital output and which is further processed to get
temperature, pressure flow type,.
The
microcontroller PIC16F877A has been used for the
measurement of oil tanks environment conditions
and transmission of data to the receiver. It has 40Pin packages. It has a 10-bit A/D converter. The
microcontroller uses 20MHz clock. Those
measured parameters will be displayed in an LCD
display. Block diagram of the overall system is
shown in fig 4.1b Receiver section consists of a
zigbee unit which is interfaced to laptop or desktop
computer. Software collects the data coming from
different monitoring devices and presents them in a
user interface map. Data is also saved for further
analysis.
A. Transmitter section
purpose I/O lines, 32 general purpose working
registers, three flexible timer/counters with
compare modes, internal and external interrupts,
serial programmable USART, a byte-oriented 2wire serial interface, SPI serial port, a 6-channel
10-bit A/D converter (8-channels in TQFP and
QFN/MLF packages), programmable watchdog
timer with internal oscillator, and five software
selectable power saving modes. The device
operates between 1.8-5.5 volts. By executing
powerful instructions in a single clock cycle, the
device achieves throughputs approaching 1 MIPS
per MHz, balancing power consumption and
processing speed.
2. Temperature and Pressure sensor:
The Microcontroller receives voltage input
corresponding to the pressure and temperature of
the environment from the pressure/temperature
sensor [3] BMP180; it already has an inbuilt
signal condition circuit, which makes the correct
voltage available for analog to digital
conversion.The BMP180 consists of a piezoresistive sensor, an analog to digital converter
and a control unit with E2PROM and a serial I2C
interface.
The
BMP180
delivers
the
uncompensated value of pressure and
temperature. The E2PROM has stored 176 bit of
individual calibration data. This is used to
compensate offset, temperature dependence and
other parameters of the sensor.
The
Microcontroller converts the analog signal to the
corresponding digital equivalent and manipulates
the data based on pre-programmed code to
displays useful result equivalent of Pressure
(KPa)
on
LCD.
Figure 1 Block diagram of proposed
system – transmitter section
1.
Atmel 328p Microcontroller:
Atmel 328pmicrocontroller [17] integrates all
type of advanced interfacing ports and memory
modules.
The
high-performance
Atmel
picoPower
8-bit
AVR
RISC-based
microcontroller combines 32KB ISP flash
memory with read-while-write capabilities,
1024B EEPROM, 2KB SRAM, 23 general
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Figure 2.Schematic diagram of BMP180
3. Level sensor
A level sensor is a device for sensing the level of
fluid [15]. Typically a ultrasonic level sensor
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International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
HCSR04 is used in level sensing, to record the
level of fluids. As is true for all sensors, absolute
accuracy of a measurement requires functionality
for calibration. The modules includes ultrasonic
transmitters, receiver and control circuit.
ItadoptIO trigger throughsupplyingatleast10us
sequence of high level signal which it receives
from the controller thenthe module automatically
send eight 40khz square wave and automatically
detect whether receivethereturningpulsesignal,If
thereis
signals
returning,throughoutputtinghighlevel Andthetime
ofhigh
levelcontinuingisthetimeofthatfromtheultrasonict
ransmittingtoreceiving.Test distance = (high
leveltime*soundvelocity(340M/S)/2,)
Figure 4. Block diagram of ZIGBEE
module
It is capable of connecting 255 devices per
network. Range of the transceiver module can be
30-70m in urban areas and 11.5km in outdoor
(LOS). The transceiver has an on-chip wire
antenna and it operates at a frequency of 2.4GHz
[16].The data received from the microcontroller
is organized based on the ZIGBEE protocol
standards and then modulated. The specification
supports data transmission rates of up to 250
Kbps at a range of up to 30 meters.
There are three categories of nodes in a ZigBee
system. They are Coordinator which is
responsible for initiating the network and
selecting the network parameters, Router which
act as intermediate nodes, relaying data from
other devices. End Devices can be low- power or
battery powered devices. ZigBee coordinator
node is completely responsible for the
initialization, control and maintaining the
network. Network may be extended by using
ZigBee routers. This reduced functionality allows
the device to reduce their cost. Star, Mesh &
Tree are the three topologies which support the
ZigBee network [16].
Figure 3.Level sensor- wire connection
4. ZIGBEE
ZigBee is the global Wireless Technology
connecting dramatically various devices to work
together and enhance everyday life. ZigBee was
introduced by IEEE and the ZigBee Alliance
provides the standards for various applications.
ZigBee is a low power, low cost, low data rate
wireless standard for WPAN featured with security,
reliability, large network capacity,
easily
deployed, short delay, long transmission range
[14].
Figure 5. ZIGBEE Network
5. Power supply section:
This section is meant for supplying Power to all
the sections mentioned above. This system uses
batteries as their power supply as they are held
with miners. Usually 9V batteries are used for
the network and regulators are used to regulate
9V to required voltage (3.3V) as per requirement
of microcontroller.
B.
RECEIVER SECTION
It is used for continuous monitoring of signal
sent
from
transmitter
via
ZIGBEE
communication network and correspondingly
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International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
generating alert signal in case of emergency
situations. This receiver section will be located
at operator cabin of dumper and hence the
operator can take necessary action in
emergency conditions.The receiver Section
consist of a LCD, Buzzer, and microcontroller
interfaced with Zigbee through PC serial port.
The microcontroller receives the value from
sensor and transmits it to LCD where it is
displayed. And if the value of oil is below the
threshold or set value then the microcontroller
transmits the signal to LCD and buzzer where
alarm is generated so that the operator may
take necessary action. The measured values are
transmitted to the receiver section through
Zigbee.ZigBee is a low power, low cost, low
data rate wireless standard for WPAN featured
with security, reliability, large network
capacity, easily deployed, short delay, long
transmission range.
Figure 6.Block diagram of proposed system –
Receiver section
1) RS232
(Recommended standard-232) is a standard
interface approved by the Electronic Industries
Association (EIA) for connecting serial
devices. In other words, RS-232 is a long
established standard that describes the physical
interface and protocol for relatively low-speed
serial data communication between computers
and related devices. An industry trade group,
the Electronic Industries Association (EIA),
defined it originally for teletypewriter devices.
In 1987, the EIA released a new version of the
standard and changed the name to EIA-232-D.
Many people, however, still refer to the
standard as RS-232C, or just RS- 232. RS-232
is the interface that your computer uses to talk
to and exchange data with your modem and
other serial devices. The serial ports on most
computers use a subset of the RS- 232C
standard.
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2) Liquid Crystal Display (LCD):
The 20 x 4 LCD display is capable of
displaying different characters and symbols. It
is used to display the measured parameters
such as pressure, temperature, relative
humidity and dew point temperature. It is used
to display 20 characters in one line and it has
foursuch lines.
3) BUZZER
It is used for generatingalert signal in case of
emergency situations at receiver station after it
receives signal sent from transmitter via
ZIGBEE communication network.
III. SOFTWARE’S REQUIRED
A)
Keil μVision4
μVision is a window-based software
development platform that combines a robust
and modern editor with a project manager and
make facility tool. It integrates all the tools
needed to develop embedded applications
including a C/C++ compiler, macro assembler,
linker/locator, and a HEX file generator.
μVision helps expedite the development
process of embedded applications by providing
the Integrated Development Environment.
KEIL can be used to create source files;
automatically compile, link and covert using
options set with an easy to use user interface
and finally simulate or perform debugging on
the hardware with access to C variables and
memory. Unless you have to use the tolls on
the command line, the choice is clear. KEIL
Greatly simplifies the process of creating and
testing an embedded application[4].
B) Flash Magic
Flash Magic is a tool which used to program
hex code in EEPROM of micro-controller. It is
a freeware tool. It only supports the microcontroller of Philips and NXP. You can burn a
hex code into those controllers which supports
ISP (in system programming) feature. To
check whether your micro-controller supports
ISP or not take look at its datasheet. So if your
device supports ISP then you can easily burn a
hex code into EEPROM of your device.
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International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
IV. BACKGROUND AND RELATED
RESEARCH
Manisha and Farmindersingh at [5] proposed
different techniques which can be used to detect the
health of oil in different oil well and reservoirs .It
depicts the role of wireless sensor network in
industry as they play a vital role in condition
monitoring process. They discussed how the
existing oil pumping units still adopts manual
control which have incapability of oil pumping unit
structural health monitoring. Also they discussed
various advantages of oil well monitoring and
control based on wireless sensor network.Its
control system is based on Atmega 2560
microcontroller and Xbee techniques.It consist of
sensor node which helps in collecting data about
multiple oil wells and transmitting the information
to the receiver where the information is analysed
and corresponding action is taken.
H.S. Lee, S.S. Wang, D.J. Smolenski, M. B. Viola
and E.E. Klusendorf at [6] proposed a self
contained and micro sized wireless sensor network
for oil monitoring. In this they proposed a Zigbeebased oil monitoring system serves as a reliable and
efficient system for efficiently monitor the
environmental parameters of tank. This paper
proposes the design of efficient wireless sensor
networks in oil tanks to collect and monitor the
physical, chemical properties in real time by using
PIC microcontroller and Zigbee technology. It
consists of microcontroller based measuring units
which collect the value of the temperature,
pressure, fluid flow type, etc. from the oil
reservoirs. The sensor nodes inside the oil
reservoirs contains the temperature, pressure,
flows, acoustic sensors, etc. These units send their
data to a central station, which collects the Data
and stores in an database. An LCD display is also
connected to the microcontroller to display the
measurements.
Jin-Shyan Lee, Yu-Wei Su, and Chung-Chou Shen
at [7] discussed Bluetooth (over IEEE 802.15.1),
ultra-wideband (UWB, over IEEE 802.15.3),
ZigBee (over IEEE 802.15.4), and Wi-Fi (over
IEEE 802.11) four protocol standards for shortrange wireless communications with low power
consumption. In this paper, they provide a study of
these popular wireless communication standards,
evaluating their main features and behaviors in
terms of various metrics, including the transmission
time, data coding efficiency, complexity, and
power consumption. It is believed that the
comparison presented in this paper would benefit
application engineers in selecting an appropriate
protocol
Nisha Ashok Somani
and Yask Patel at
[16]highlights the effectiveness of ZIGBEE as
wireless technology network in solving industrial
problems.It elaborates about different types of
ZIGBEE physical devices that are available. It also
elaborates about ZIGBEE protocol architecture and
how different networking layers can be used to
carry out different types of applications.
V. CONCLUSIONS
Improper condition monitoring technique in
industries not only lead to fire accidents and
machine failure but also adds to economic loss,
property loss but most important is loss of life and
this leads to unending cyclic process because all the
above mentioned parameters are connected to each
other. This paper provides a condition monitoring
system using ZIGBEE which is compatible enough
to prevent the occurrence of such hazardous
scenario thereby avoiding fire accidents and
reducing machine failure.
VI. REFERENCES
[1]
[2]
[3]
[4]
[5]
[6]
[7]
[8]
[9]
[10]
[11]
[12]
ISSN: 2231-5381
Andrew Sloss, Dominic Symes, Chris Wright, ARM
System Developer's Guide, 2004, Morgan
Kaufmann,
ISBN: 1-55860-874-5.
J. Kuntner, R. Chabicovsky and B. Jakoby, 2005, ―Oil
condition monitoring using a thermal conductivity
sensor,ǁ Proceedings of the GMe Forum 2005, Vienna,
Austria, March 17 - 18, 2005, pp. 203 - 209.
https://aebst.resource.bosch.com/media/_tech/media/product_flyer/
Flyer_BMP180_08_2013_web.pdf
MDK-ARM, KeilTM Tools By ARM, Keil0223-3 \
01.11J.S. (2002)
Manisha and Farminder Singh “Oil well monitoring
control based on wireless sensor networks: A
Survey,”JIARM,Vol.2, Issue 4, May 2014 ISSN 23205083.
H.S. Lee, S.S. Wang, D.J. Smolenski, M. B. Viola and
E.E. Klusendorf, 1994, ―In Situ monitoring of high
temperature degraded engine oil condition with
microsensors,ǁ Sensors and Actuators B, Vol. 20, pp. 49
- 54.
Jin-Shyan Lee, Yu-Wei Su, and Chung-Chou Shen, “A
Comparative Study of Wireless Protocols: Bluetooth,
UWB, ZigBee, and Wi-Fi,IECON, Nov. 5-8, 2007,
Taipei, Taiwan.
Z. Jia, G. Yan, H. Liu, Z. Wang, P. Jiang, and Y. Shi,
―The optimization of wireless power transmission:
design and realization,‖ The International J. Medical
Robotics and Computer Assisted Surgery, vol. 8, no. 3,
pp. 337–347, Sept. 2012.
Y. Liu, Z. Liu, Y. Xie and Z. Yao, 2000, ―Research on
an on-line wear condition monitoring system for marine
diesel engine,ǁ Tribology International, Vol. 33, pp. 829
- 835.
http://www.intea.hr/downloads/introduction_to_serial_co
mmunication.pdf.
ZigBee Specification Document 053474r17, January 17,
2008, ZigBee Alliance
Agoston, N. Dorr and B. Jakoby, 2006, ―Online
Application of sensors monitoring lubricating oil
http://www.ijettjournal.org
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International Journal of Engineering Trends and Technology (IJETT) – Volume 35 Number 2- May 2016
[13]
[14]
[15]
[16]
[17]
[18]
[19]
properties in biogas engines,ǁ IEEE Sensors 2006,
EXCO, Daegu, Korea, October 22 - 25, 2006.
http://www.ti.com/lit/ds/symlink/lm35.pdf
A. Karnik, “Performance of TCP conZIGBEE “A low
power wireless technology for industrial applications
gestion control with rate feedback: TCP/ABR and rate
adaptive TCP/IP,” M. Eng. thesis, Indian Institute of
Science, Bangalore, India, Jan. 1999
http://www.datasheetspdf.com/datasheet/HC-SR04.html.
Nisha Ashok Somani and Yask Patel” ZIGBEE: A Low
power
wireless
technology
for
industrial
communications”, IJCTCM, Vol.2, No.3, May 2012.
http://courses.cs.washington.edu/courses/csep567/10wi/le
ctures/Lecture6.pdf
R. E. Kauffman and J.D. Wolf, 2001, ―Development of
onboard sensors for monitoring diesel engine oil
condition,ǁ TACOM – TARDEC Final Report, Warren,
MI, March
Dennis H. Shreve , “Integrated Condition Monitoring
Techniques”, Copyright 2003, IRD International
Corporation.
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